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Stocks Weekly Government Contracts Entities
Weekly universe of government contract recipients and parents mapped to public tickers.
662,714 rows over 15,680 symbols, 8 columns. Updated by Papers With Backtest.
Why It Matters
This dataset connects government award entities to tradable tickers by:
- Exposure mapping: Links subsidiaries and parents to listed equities for accurate government revenue attribution.
- Counterparty risk: Track changes in recipient status, ownership, or cage codes that may impact eligibility.
- Pipeline discovery: Expanding entity footprints can indicate contract momentum before revenue is reported.
Load It
Installation/Upgrade:
pip install --upgrade pwb-toolbox
Load the Dataset:
from pwb_toolbox import datasets as pwb_ds
df = pwb_ds.load_dataset("Stocks-Weekly-GovernmentContractsEntities", symbols=["GD"])
print(df.iloc[0, :])
Example Output:
symbol GD
recipient_uei C16WE1ZDKT21
recipient_parent_uei VF58HFRNGEL8
recipient_name QBASE-MCNEIL INTEGRATED SOLUTIONS RLLP
recipient_parent_name GENERAL DYNAMICS CORP
names GENERAL DYNAMICS CORP
similarity 1.0
bloomberg_share_id None
Columns
| Column Name | Description |
|---|---|
| symbol | Public company ticker linked to the recipient. |
| recipient_uei | Unique entity identifier for the recipient. |
| recipient_parent_uei | Unique entity identifier for the recipient's parent. |
| recipient_name | Name of the contract recipient. |
| recipient_parent_name | Name of the recipient's parent entity. |
| names | Matched company names associated with the ticker. |
| similarity | Similarity score between the entity and ticker. |
| bloomberg_share_id | Bloomberg share identifier for the matched entity. |
Access
Browsing the card and the schema is open to anyone. Downloading the files needs an approved request, tied to a subscription: what each plan includes. The same subscription covers the other datasets in this organisation.
Elsewhere
- Dataset page and coverage charts
- The strategy catalogue, 3,806 papers and 4,837 replicated strategies
pwb-toolbox, the loader used in the snippet aboveawesome-systematic-trading, the replicated strategies with their measured Sharpe- Every dataset in this organisation
Papers With Backtest publishes 32 datasets on the Hub and codes the papers that use them. Every strategy in the catalogue is run over its own full history before it is published, which is where the numbers above come from.
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